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pythonbeginner

Read Files from S3 with fsspec

Access S3 files directly with fsspec and pandas without boto3 boilerplate.

pythonPress ⌘/Ctrl + Shift + C to copy
import pandas as pd

df = pd.read_csv(
    's3://my-bucket/data/sales.csv',
    storage_options={'key': 'AWS_KEY', 'secret': 'AWS_SECRET'},
)
print(df.shape)

df2 = pd.read_parquet(
    's3://my-bucket/warehouse/events/',
    storage_options={'anon': False},
    filters=[('year', '==', 2024)],
)
print(df2.dtypes)

Use Cases

  • cloud data access
  • S3 reading
  • serverless ETL

Tags

#fsspec#s3#cloud#etl

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